{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T18:09:53Z","timestamp":1772906993415,"version":"3.50.1"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,15]]},"DOI":"10.1109\/bigdata62323.2024.10825114","type":"proceedings-article","created":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T18:31:23Z","timestamp":1737052283000},"page":"1197-1208","source":"Crossref","is-referenced-by-count":3,"title":["Explingo: Explaining AI Predictions using Large Language Models"],"prefix":"10.1109","author":[{"given":"Alexandra","family":"Zytek","sequence":"first","affiliation":[{"name":"MIT,Cambridge,MA"}]},{"given":"Sara","family":"Pido","sequence":"additional","affiliation":[{"name":"MIT,Cambridge,MA"}]},{"given":"Sarah","family":"Alnegheimish","sequence":"additional","affiliation":[{"name":"MIT,Cambridge,MA"}]},{"given":"Laure","family":"Berti-\u00c9quille","sequence":"additional","affiliation":[{"name":"ESPACE-DEV IRD,Montpellier,France"}]},{"given":"Kalyan","family":"Veeramachaneni","sequence":"additional","affiliation":[{"name":"MIT,Cambridge,MA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3321\/j.issn:0529-6579.2007.z1.029"},{"key":"ref2","article-title":"Rethinking Explainability as a Dialogue: A Practitioner\u2019s Perspective","author":"Lakkaraju","year":"2022"},{"key":"ref3","article-title":"LLMs for XAI: Future Directions for Explaining Explanations","author":"Zytek","year":"2024"},{"key":"ref4","article-title":"Towards LLM-guided Causal Explainability for Black-box Text Classifiers","volume-title":"AAAI ReLM 2024","author":"Bhattacharjee"},{"key":"ref5","article-title":"Are Large Language Models Post Hoc Explainers?","volume-title":"NeurIPS XAIA 2023","author":"Kroeger"},{"key":"ref6","article-title":"Dspy: Compiling declarative language model calls into self-improving pipelines","author":"Khattab","year":"2023"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114864"},{"key":"ref8","article-title":"More Questions than Answers? Lessons from Integrating Explainable AI into a Cyber-AI Tool","volume-title":"CHI HCXAI","author":"Suh"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3351095.3375624"},{"key":"ref10","article-title":"On Two XAI Cultures: A Case Study of Nontechnical Explanations in Deployed AI System","volume-title":"Human Centered AI (HCAI) workshop at NeurIPS 2021","author":"Jiang"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s44230-023-00038-y"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-44070-0_4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3584931.3607492"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-023-00692-8"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN54540.2023.10191637"},{"key":"ref16","article-title":"Adapting Prompt for Few-shot Table-to-Text Generation","author":"Guo","year":"2023"},{"key":"ref17","article-title":"Evaluating Large Language Models: A Comprehensive Survey","author":"Guo","year":"2023"},{"key":"ref18","article-title":"Benchmarking Foundation Models with Language-Model-as-an-Examiner","volume-title":"NeurIPS 2023 Datasets and Benchmarks","author":"Bai"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.18653\/v1\/2023.findings-ijcnlp.32","article-title":"Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study","author":"Chen","year":"2023"},{"key":"ref20","article-title":"Exploring ChatGPT\u2019s Ability to Rank Content: A Preliminary Study on Consistency with Human Preferences","author":"Ji","year":"2023"},{"key":"ref21","article-title":"GPTScore: Evaluate as You Desire","author":"Fu","year":"2023"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.newsum-1.1"},{"key":"ref23","doi-asserted-by":"crossref","DOI":"10.18653\/v1\/2023.emnlp-main.153","article-title":"G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment","author":"Liu","year":"2023"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1080\/10691898.2011.11889627"},{"key":"ref25","article-title":"Using data mining to predict secondary school student performance","volume-title":"EUROSIS","author":"Cortez"},{"key":"ref26","article-title":"Mushroom","volume-title":"UCI Machine Learning Repository","year":"1987"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5220\/0010908400003120"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10050593"},{"key":"ref29","first-page":"65","article-title":"METEOR: An automatic metric for MT evaluation with improved correlation with human judgments","volume-title":"Proceedings of the ACL Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and\/or Summarization","author":"Banerjee"},{"key":"ref30","article-title":"Chain-of-Thought Prompting Elicits Reasoning in Large Language Models","author":"Wei","year":"2023"}],"event":{"name":"2024 IEEE International Conference on Big Data (BigData)","location":"Washington, DC, USA","start":{"date-parts":[[2024,12,15]]},"end":{"date-parts":[[2024,12,18]]}},"container-title":["2024 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10824975\/10824942\/10825114.pdf?arnumber=10825114","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,17]],"date-time":"2025-01-17T07:53:56Z","timestamp":1737100436000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10825114\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,15]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/bigdata62323.2024.10825114","relation":{},"subject":[],"published":{"date-parts":[[2024,12,15]]}}}